A Review of the Research Progress of Pruning Robots

Haisen Zeng, Jia Yang, Nannan Yang, Jiawen Huang, Hao Long, Ying Chen
{"title":"A Review of the Research Progress of Pruning Robots","authors":"Haisen Zeng, Jia Yang, Nannan Yang, Jiawen Huang, Hao Long, Ying Chen","doi":"10.1109/ICDSCA56264.2022.9988192","DOIUrl":null,"url":null,"abstract":"Automation and robotics have been applied in various fields of agriculture and forestry. However, most production operations agriculture and forestry still rely on manual labor, among which pruning is one of the most labor-intensive operations. Therefore, robotic pruning is a potential long-term solution to labor shortages and the associated high costs. Although agricultural and forestry pruning is gradually mechanized, the successful application of pruning robotics still faces many challenges. This paper focuses on the core components and key technologies of pruning robots in agriculture and forestry, including machine vision, manipulators, end-effectors, path planning, and obstacle avoidance. Finally, the challenges and potential opportunities faced by pruning robots in agriculture and forestry are discussed.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDSCA56264.2022.9988192","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Automation and robotics have been applied in various fields of agriculture and forestry. However, most production operations agriculture and forestry still rely on manual labor, among which pruning is one of the most labor-intensive operations. Therefore, robotic pruning is a potential long-term solution to labor shortages and the associated high costs. Although agricultural and forestry pruning is gradually mechanized, the successful application of pruning robotics still faces many challenges. This paper focuses on the core components and key technologies of pruning robots in agriculture and forestry, including machine vision, manipulators, end-effectors, path planning, and obstacle avoidance. Finally, the challenges and potential opportunities faced by pruning robots in agriculture and forestry are discussed.
修剪机器人研究进展综述
自动化和机器人技术已在农业和林业的各个领域得到应用。然而,农业和林业的大部分生产作业仍然依赖于体力劳动,其中修剪是劳动强度最大的作业之一。因此,机器人修剪是解决劳动力短缺和相关高成本的潜在长期解决方案。虽然农林修剪正在逐步实现机械化,但修剪机器人的成功应用仍面临许多挑战。本文重点研究了农林修剪机器人的核心部件和关键技术,包括机器视觉、机械手、末端执行器、路径规划和避障等。最后,讨论了农业和林业修剪机器人面临的挑战和潜在机遇。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信